WEKA® NeuralMesh™
The Storage and Memory Platform Purpose-Built for AI
WEKA NeuralMesh extends memory and storage to your AI and HPC workloads. Tokens move at memory speed, GPUs stay fed, and your AI economics finally make sense.
Powering Leading AI Innovators
Architected for Accelerated Compute
Tired of AI infrastructure that doesn’t live up to the hype? NeuralMesh was architected for AI. Training, inference, agentic. One platform. See how.
Build AI, Not Infrastructure
AI is exposing the limits of traditional infrastructure. NeuralMesh is built to overcome them.
Maximize GPU Efficiency
Higher GPU utilization means fewer idle cycles and lower cost per token, so infrastructure you own does more work.
Performance at Any Scale
Throughput and IOPS scale linearly with consistently low latency as you grow from ten to ten thousand nodes.
Deploy Without Limits
The same software runs in hybrid, hyperscale, and AI clouds, and on prem, so your strategy can change without a rebuild.
Maximize GPU Efficiency
Higher GPU utilization means fewer idle cycles and lower cost per token, so infrastructure you own does more work.
Performance at Any Scale
Throughput and IOPS scale linearly with consistently low latency as you grow from ten to ten thousand nodes.
Deploy Without Limits
The same software runs in hybrid, hyperscale, and AI clouds, and on prem, so your strategy can change without a rebuild.
Maximize GPU Efficiency
Higher GPU utilization means fewer idle cycles and lower cost per token, so infrastructure you own does more work.
Performance at Any Scale
Throughput and IOPS scale linearly with consistently low latency as you grow from ten to ten thousand nodes.
Deploy Without Limits
The same software runs in hybrid, hyperscale, and AI clouds, and on prem, so your strategy can change without a rebuild.
Engineered to Deliver What Production AI Demands
Reduce Data. Not Performance.
NeuralMesh Data Reduction delivers up to 6x reduction on AI/ML data with under 5% write overhead, guaranteed. Similarity-based compression captures structural redundancy across blocks, while background-first processing keeps writes at native NVMe speeds and GPU utilization high. Together with thin provisioning, snapshots, single-hop writes, drive sharing, and AlloyFlash hybrid flash, NeuralMesh is the most economically viable all-flash architecture for AI and HPC workloads.
Results. Not Promises.
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Reduction on AI/ML data with less than 5% write overhead
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Greater object throughput than nearest alternative
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lower costs than traditional storage solutions
“WEKA NeuralMesh's intelligent replication makes data mobility real at scale: we can make datasets visible across sites and pull exactly the data each job needs to the next GPU allocation as it becomes available. That shifts replication from a back-end protection function to a core part of how our distributed AI infrastructure needs to operate, improving workload mobility, capacity efficiency, and the resiliency our customers depend on. WEKA's data and memory infrastructure provides the foundation to scale our footprint without compromise.”
Sam TabarCEO, at WhiteFiber
